James' initial research and passion for product development led to the first commercially available tool for creating hybrid neural/expert AI systems, called NueX.

Based on extensive user feedback from Open Sesame! 1.0 and deployment challenges from Open Sesame! 2.0, lessons were learned that led to the development of the Learn Sesame intelligence engine, which utilized statistical event clustering over traditional neural network methods.

With the arrival of highly effective LLM systems such as GPT, Digie's symbolic AI now leverages complementary neural network capabilities for personal knowledge capture and multi-agent domain knowledge access, making it one of the first 2nd generation hybrid neuro-symbolic AI systems. Digie's unique hybrid multi-agent capabilities provide a truly personal AI experience that enables specialized AI channels from faith-based dialogues to crafting personal travel experiences.

Leveraging this unique platform, our AI Experience Architects continue to define the future of intelligent digital experiences that combine the benefits of both cognitive and graphic interfaces.